Lending (NBFC) · India

Digital loan management platform for an Indian NBFC

An end-to-end digital lending platform with eKYC, ML credit scoring, workflow approvals and UPI/IMPS disbursal, plus a field-agent app.

Sector
Lending (NBFC)
Region
India
Disciplines
Mobile · Platform · Machine learning
Client
Under NDA. References available on a call.
Glass office towers in a financial district
Illustrative photo. Client details are under NDA.

The challenge

A large non-banking financial company in India lends to SMEs and individuals in cities and rural areas. Its growth had outpaced its loan processing: paper applications, manual verification and disconnected systems made approvals slow, customers dropped off mid-application, and tighter regulation demanded stronger security and audit trails.

Our approach

We built a cloud platform on AWS with Node.js microservices, PostgreSQL and MongoDB. Borrowers and field agents use a React Native app to apply, upload documents and track status. Automated eKYC and machine-learning credit scoring handle eligibility, a workflow engine routes approvals with e-signatures, and approved loans are paid out over UPI and IMPS.

Operations teams see portfolio performance and compliance reports on a dashboard. Biometric login, end-to-end encryption, role-based access and tamper-evident audit logs protect the data. The rollout started with personal loans and expanded to SME lending.

Architecture

  1. Apps

    • Borrower app (React Native)
    • Field-agent app
    • Operations dashboard
  2. Onboarding

    • Automated KYC / eKYC
    • Document capture
  3. Lending services

    • Node.js microservices
    • Workflow engine and e-signatures
    • Credit scoring and fraud models (TensorFlow)
  4. Integrations

    • Credit bureau
    • Payment gateway
    • UPI / IMPS disbursal
  5. Cloud

    • AWS
    • PostgreSQL
    • MongoDB
    • Audit logs
Illustrative architecture, simplified to protect client confidentiality.

Results

Outcome details for this engagement are shared under NDA. We're happy to walk through results and put you in touch with a reference on a call.

Stack

  • React Native
  • Node.js
  • PostgreSQL
  • MongoDB
  • AWS
  • TensorFlow
  • Docker
  • Jenkins

Facing something similar?

A senior engineer, not a salesperson, replies within one business day. NDA available before any detailed discussion.

Or message us on WhatsApp, or call +91 70157 96830.